Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 12 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.4 KiB |
| Average record size in memory | 202.7 B |
Variable types
| Numeric | 24 |
|---|
countyCode is highly correlated with population and 15 other fields | High correlation |
population is highly correlated with countyCode and 17 other fields | High correlation |
agePct12t21 is highly correlated with countyCode and 11 other fields | High correlation |
agePct12t29 is highly correlated with agePct12t21 and 8 other fields | High correlation |
agePct16t24 is highly correlated with agePct12t21 and 5 other fields | High correlation |
agePct65up is highly correlated with agePct12t21 and 15 other fields | High correlation |
murders is highly correlated with agePct12t21 and 15 other fields | High correlation |
murdPerPop is highly correlated with countyCode and 20 other fields | High correlation |
rapes is highly correlated with countyCode and 20 other fields | High correlation |
rapesPerPop is highly correlated with countyCode and 18 other fields | High correlation |
robberies is highly correlated with population and 14 other fields | High correlation |
robbbPerPop is highly correlated with population and 17 other fields | High correlation |
assaults is highly correlated with countyCode and 20 other fields | High correlation |
assaultPerPop is highly correlated with countyCode and 19 other fields | High correlation |
burglaries is highly correlated with population and 18 other fields | High correlation |
burglPerPop is highly correlated with countyCode and 18 other fields | High correlation |
larcenies is highly correlated with countyCode and 19 other fields | High correlation |
larcPerPop is highly correlated with countyCode and 18 other fields | High correlation |
autoTheft is highly correlated with countyCode and 21 other fields | High correlation |
autoTheftPerPop is highly correlated with countyCode and 18 other fields | High correlation |
arsons is highly correlated with countyCode and 14 other fields | High correlation |
arsonsPerPop is highly correlated with countyCode and 18 other fields | High correlation |
ViolentCrimesPerPop is highly correlated with countyCode and 19 other fields | High correlation |
nonViolPerPop is highly correlated with countyCode and 19 other fields | High correlation |
countyCode has unique values | Unique |
population has unique values | Unique |
agePct12t21 has unique values | Unique |
agePct12t29 has unique values | Unique |
agePct16t24 has unique values | Unique |
agePct65up has unique values | Unique |
rapes has unique values | Unique |
rapesPerPop has unique values | Unique |
robberies has unique values | Unique |
robbbPerPop has unique values | Unique |
assaults has unique values | Unique |
assaultPerPop has unique values | Unique |
burglaries has unique values | Unique |
burglPerPop has unique values | Unique |
larcenies has unique values | Unique |
larcPerPop has unique values | Unique |
autoTheft has unique values | Unique |
autoTheftPerPop has unique values | Unique |
ViolentCrimesPerPop has unique values | Unique |
nonViolPerPop has unique values | Unique |
murders has 3 (25.0%) zeros | Zeros |
murdPerPop has 3 (25.0%) zeros | Zeros |
arsons has 3 (25.0%) zeros | Zeros |
arsonsPerPop has 3 (25.0%) zeros | Zeros |
nonViolPerPop has 1 (8.3%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-02 03:22:36.281402 |
|---|---|
| Analysis finished | 2022-12-02 03:23:30.779542 |
| Duration | 54.5 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.16666667 |
| Minimum | 1 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 8 |
| median | 14 |
| Q3 | 21.5 |
| 95-th percentile | 25.9 |
| Maximum | 27 |
| Range | 26 |
| Interquartile range (IQR) | 13.5 |
Descriptive statistics
| Standard deviation | 8.716059716 |
|---|---|
| Coefficient of variation (CV) | 0.6152512741 |
| Kurtosis | -1.229054284 |
| Mean | 14.16666667 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.03293188754 |
| Sum | 170 |
| Variance | 75.96969697 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 3 | 1 | |
| 5 | 1 | |
| 9 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 21 | 1 | |
| 23 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 3 | 1 | |
| 5 | 1 | |
| 9 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 21 | 1 | |
| 23 | 1 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 25 | 1 | |
| 23 | 1 | |
| 21 | 1 | |
| 17 | 1 | |
| 15 | 1 | |
| 13 | 1 | |
| 11 | 1 | |
| 9 | 1 | |
| 5 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 367578.4167 |
| Minimum | 18666 |
|---|---|
| Maximum | 1174850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 18666 |
|---|---|
| 5-th percentile | 23394.9 |
| Q1 | 104716 |
| median | 316936 |
| Q3 | 536939.25 |
| 95-th percentile | 844538.15 |
| Maximum | 1174850 |
| Range | 1156184 |
| Interquartile range (IQR) | 432223.25 |
Descriptive statistics
| Standard deviation | 327030.9483 |
|---|---|
| Coefficient of variation (CV) | 0.8896902904 |
| Kurtosis | 2.431287099 |
| Mean | 367578.4167 |
| Median Absolute Deviation (MAD) | 226709.5 |
| Skewness | 1.308824086 |
| Sum | 4410941 |
| Variance | 1.069492411 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 117815 | 1 | |
| 65419 | 1 | |
| 350691 | 1 | |
| 557058 | 1 | |
| 18666 | 1 | |
| 283181 | 1 | |
| 27264 | 1 | |
| 1174850 | 1 | |
| 530233 | 1 | |
| 253897 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 18666 | 1 | |
| 27264 | 1 | |
| 65419 | 1 | |
| 117815 | 1 | |
| 253897 | 1 | |
| 283181 | 1 | |
| 350691 | 1 | |
| 457584 | 1 | |
| 530233 | 1 | |
| 557058 | 1 |
| Value | Count | Frequency (%) |
| 1174850 | 1 | |
| 574283 | 1 | |
| 557058 | 1 | |
| 530233 | 1 | |
| 457584 | 1 | |
| 350691 | 1 | |
| 283181 | 1 | |
| 253897 | 1 | |
| 117815 | 1 | |
| 65419 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.72924333 |
| Minimum | 10.78666667 |
|---|---|
| Maximum | 15.805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 10.78666667 |
|---|---|
| 5-th percentile | 11.6355 |
| Q1 | 12.45469572 |
| median | 13.90420168 |
| Q3 | 15.16875 |
| 95-th percentile | 15.71669444 |
| Maximum | 15.805 |
| Range | 5.018333333 |
| Interquartile range (IQR) | 2.714054276 |
Descriptive statistics
| Standard deviation | 1.608628467 |
|---|---|
| Coefficient of variation (CV) | 0.1171680353 |
| Kurtosis | -0.9822509866 |
| Mean | 13.72924333 |
| Median Absolute Deviation (MAD) | 1.456685233 |
| Skewness | -0.274698305 |
| Sum | 164.7509199 |
| Variance | 2.587685545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.78666667 | 1 | |
| 15.405 | 1 | |
| 15.64444444 | 1 | |
| 12.461875 | 1 | |
| 12.33 | 1 | |
| 13.97428571 | 1 | |
| 15.805 | 1 | |
| 12.55970588 | 1 | |
| 12.43315789 | 1 | |
| 14.42666667 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 10.78666667 | 1 | |
| 12.33 | 1 | |
| 12.43315789 | 1 | |
| 12.461875 | 1 | |
| 12.55970588 | 1 | |
| 13.83411765 | 1 | |
| 13.97428571 | 1 | |
| 14.42666667 | 1 | |
| 15.09 | 1 | |
| 15.405 | 1 |
| Value | Count | Frequency (%) |
| 15.805 | 1 | |
| 15.64444444 | 1 | |
| 15.405 | 1 | |
| 15.09 | 1 | |
| 14.42666667 | 1 | |
| 13.97428571 | 1 | |
| 13.83411765 | 1 | |
| 12.55970588 | 1 | |
| 12.461875 | 1 | |
| 12.43315789 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.79592767 |
| Minimum | 20.66166667 |
|---|---|
| Maximum | 35.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 20.66166667 |
|---|---|
| 5-th percentile | 22.75075 |
| Q1 | 25.01738839 |
| median | 27.00495098 |
| Q3 | 27.53698529 |
| 95-th percentile | 31.824 |
| Maximum | 35.85 |
| Range | 15.18833333 |
| Interquartile range (IQR) | 2.519596901 |
Descriptive statistics
| Standard deviation | 3.545477943 |
|---|---|
| Coefficient of variation (CV) | 0.1323140586 |
| Kurtosis | 4.148907112 |
| Mean | 26.79592767 |
| Median Absolute Deviation (MAD) | 1.432368421 |
| Skewness | 1.198193947 |
| Sum | 321.5511321 |
| Variance | 12.57041385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.66166667 | 1 | |
| 28.53 | 1 | |
| 27.46555556 | 1 | |
| 25.129375 | 1 | |
| 24.46 | 1 | |
| 24.68142857 | 1 | |
| 27.525 | 1 | |
| 26.94323529 | 1 | |
| 25.66526316 | 1 | |
| 27.06666667 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 20.66166667 | 1 | |
| 24.46 | 1 | |
| 24.68142857 | 1 | |
| 25.129375 | 1 | |
| 25.66526316 | 1 | |
| 26.94323529 | 1 | |
| 27.06666667 | 1 | |
| 27.46555556 | 1 | |
| 27.525 | 1 | |
| 27.57294118 | 1 |
| Value | Count | Frequency (%) |
| 35.85 | 1 | |
| 28.53 | 1 | |
| 27.57294118 | 1 | |
| 27.525 | 1 | |
| 27.46555556 | 1 | |
| 27.06666667 | 1 | |
| 26.94323529 | 1 | |
| 25.66526316 | 1 | |
| 25.129375 | 1 | |
| 24.68142857 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.73180476 |
| Minimum | 9.84 |
|---|---|
| Maximum | 19.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 9.84 |
|---|---|
| 5-th percentile | 10.852 |
| Q1 | 12.46407895 |
| median | 13.32382353 |
| Q3 | 14.97875 |
| 95-th percentile | 17.45075 |
| Maximum | 19.45 |
| Range | 9.61 |
| Interquartile range (IQR) | 2.514671053 |
Descriptive statistics
| Standard deviation | 2.452817645 |
|---|---|
| Coefficient of variation (CV) | 0.1786231081 |
| Kurtosis | 1.874756194 |
| Mean | 13.73180476 |
| Median Absolute Deviation (MAD) | 1.338333333 |
| Skewness | 0.9514238867 |
| Sum | 164.7816571 |
| Variance | 6.0163144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.84 | 1 | |
| 15.815 | 1 | |
| 14.78666667 | 1 | |
| 12.11 | 1 | |
| 11.68 | 1 | |
| 12.74857143 | 1 | |
| 15.555 | 1 | |
| 13.13647059 | 1 | |
| 12.58210526 | 1 | |
| 13.56666667 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 9.84 | 1 | |
| 11.68 | 1 | |
| 12.11 | 1 | |
| 12.58210526 | 1 | |
| 12.74857143 | 1 | |
| 13.13647059 | 1 | |
| 13.51117647 | 1 | |
| 13.56666667 | 1 | |
| 14.78666667 | 1 | |
| 15.555 | 1 |
| Value | Count | Frequency (%) |
| 19.45 | 1 | |
| 15.815 | 1 | |
| 15.555 | 1 | |
| 14.78666667 | 1 | |
| 13.56666667 | 1 | |
| 13.51117647 | 1 | |
| 13.13647059 | 1 | |
| 12.74857143 | 1 | |
| 12.58210526 | 1 | |
| 12.11 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.06242146 |
| Minimum | 9.442222222 |
|---|---|
| Maximum | 20.605 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 9.442222222 |
|---|---|
| 5-th percentile | 9.7765 |
| Q1 | 11.53720588 |
| median | 12.36596491 |
| Q3 | 13.92928571 |
| 95-th percentile | 17.96775 |
| Maximum | 20.605 |
| Range | 11.16277778 |
| Interquartile range (IQR) | 2.392079832 |
Descriptive statistics
| Standard deviation | 3.01560185 |
|---|---|
| Coefficient of variation (CV) | 0.2308608598 |
| Kurtosis | 2.807063803 |
| Mean | 13.06242146 |
| Median Absolute Deviation (MAD) | 1.137857143 |
| Skewness | 1.481843018 |
| Sum | 156.7490575 |
| Variance | 9.093854516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.605 | 1 | |
| 15.23 | 1 | |
| 12.70666667 | 1 | |
| 12.82125 | 1 | |
| 15.81 | 1 | |
| 13.49571429 | 1 | |
| 11.7 | 1 | |
| 11.22 | 1 | |
| 12.02526316 | 1 | |
| 9.442222222 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 9.442222222 | 1 | |
| 10.05 | 1 | |
| 11.22 | 1 | |
| 11.64294118 | 1 | |
| 11.7 | 1 | |
| 12.02526316 | 1 | |
| 12.70666667 | 1 | |
| 12.82125 | 1 | |
| 13.49571429 | 1 | |
| 15.23 | 1 |
| Value | Count | Frequency (%) |
| 20.605 | 1 | |
| 15.81 | 1 | |
| 15.23 | 1 | |
| 13.49571429 | 1 | |
| 12.82125 | 1 | |
| 12.70666667 | 1 | |
| 12.02526316 | 1 | |
| 11.7 | 1 | |
| 11.64294118 | 1 | |
| 11.22 | 1 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.66666667 |
| Minimum | 0 |
|---|---|
| Maximum | 98 |
| Zeros | 3 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.5 |
| median | 11 |
| Q3 | 17.75 |
| 95-th percentile | 55.65 |
| Maximum | 98 |
| Range | 98 |
| Interquartile range (IQR) | 16.25 |
Descriptive statistics
| Standard deviation | 26.86103407 |
|---|---|
| Coefficient of variation (CV) | 1.611662044 |
| Kurtosis | 9.306034192 |
| Mean | 16.66666667 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 2.918006811 |
| Sum | 200 |
| Variance | 721.5151515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 2 | 1 | 8.3% |
| 4 | 1 | 8.3% |
| 14 | 1 | 8.3% |
| 21 | 1 | 8.3% |
| 17 | 1 | 8.3% |
| 8 | 1 | 8.3% |
| 16 | 1 | 8.3% |
| 98 | 1 | 8.3% |
| 20 | 1 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 2 | 1 | 8.3% |
| 4 | 1 | 8.3% |
| 8 | 1 | 8.3% |
| 14 | 1 | 8.3% |
| 16 | 1 | 8.3% |
| 17 | 1 | 8.3% |
| 20 | 1 | 8.3% |
| 21 | 1 | 8.3% |
| 98 | 1 | 8.3% |
| Value | Count | Frequency (%) |
| 98 | 1 | 8.3% |
| 21 | 1 | 8.3% |
| 20 | 1 | 8.3% |
| 17 | 1 | 8.3% |
| 16 | 1 | 8.3% |
| 14 | 1 | 8.3% |
| 8 | 1 | 8.3% |
| 4 | 1 | 8.3% |
| 2 | 1 | 8.3% |
| 0 | 3 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.28583333 |
| Minimum | 0 |
|---|---|
| Maximum | 45.39 |
| Zeros | 3 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.195 |
| median | 17.34 |
| Q3 | 23.075 |
| 95-th percentile | 42.2935 |
| Maximum | 45.39 |
| Range | 45.39 |
| Interquartile range (IQR) | 19.88 |
Descriptive statistics
| Standard deviation | 15.37396587 |
|---|---|
| Coefficient of variation (CV) | 0.9440085474 |
| Kurtosis | -0.4258920675 |
| Mean | 16.28583333 |
| Median Absolute Deviation (MAD) | 12.875 |
| Skewness | 0.6687226611 |
| Sum | 195.43 |
| Variance | 236.3588265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 4.67 | 1 | 8.3% |
| 4.26 | 1 | 8.3% |
| 22.38 | 1 | 8.3% |
| 16.88 | 1 | 8.3% |
| 39.76 | 1 | 8.3% |
| 25.16 | 1 | 8.3% |
| 19.13 | 1 | 8.3% |
| 17.8 | 1 | 8.3% |
| 45.39 | 1 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 4.26 | 1 | 8.3% |
| 4.67 | 1 | 8.3% |
| 16.88 | 1 | 8.3% |
| 17.8 | 1 | 8.3% |
| 19.13 | 1 | 8.3% |
| 22.38 | 1 | 8.3% |
| 25.16 | 1 | 8.3% |
| 39.76 | 1 | 8.3% |
| 45.39 | 1 | 8.3% |
| Value | Count | Frequency (%) |
| 45.39 | 1 | 8.3% |
| 39.76 | 1 | 8.3% |
| 25.16 | 1 | 8.3% |
| 22.38 | 1 | 8.3% |
| 19.13 | 1 | 8.3% |
| 17.8 | 1 | 8.3% |
| 16.88 | 1 | 8.3% |
| 4.67 | 1 | 8.3% |
| 4.26 | 1 | 8.3% |
| 0 | 3 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.0833333 |
| Minimum | 3 |
|---|---|
| Maximum | 480 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3.55 |
| Q1 | 35.75 |
| median | 93 |
| Q3 | 164.75 |
| 95-th percentile | 334.8 |
| Maximum | 480 |
| Range | 477 |
| Interquartile range (IQR) | 129 |
Descriptive statistics
| Standard deviation | 132.0230409 |
|---|---|
| Coefficient of variation (CV) | 1.03886983 |
| Kurtosis | 4.401515288 |
| Mean | 127.0833333 |
| Median Absolute Deviation (MAD) | 70 |
| Skewness | 1.850300851 |
| Sum | 1525 |
| Variance | 17430.08333 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 1 | |
| 4 | 1 | |
| 90 | 1 | |
| 149 | 1 | |
| 17 | 1 | |
| 157 | 1 | |
| 3 | 1 | |
| 216 | 1 | |
| 96 | 1 | |
| 83 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 4 | 1 | |
| 17 | 1 | |
| 42 | 1 | |
| 83 | 1 | |
| 90 | 1 | |
| 96 | 1 | |
| 149 | 1 | |
| 157 | 1 | |
| 188 | 1 |
| Value | Count | Frequency (%) |
| 480 | 1 | |
| 216 | 1 | |
| 188 | 1 | |
| 157 | 1 | |
| 149 | 1 | |
| 96 | 1 | |
| 90 | 1 | |
| 83 | 1 | |
| 42 | 1 | |
| 17 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 220.165 |
| Minimum | 17.13 |
|---|---|
| Maximum | 586.82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 17.13 |
|---|---|
| 5-th percentile | 19.1375 |
| Q1 | 89.11 |
| median | 176.775 |
| Q3 | 329.5025 |
| 95-th percentile | 509.116 |
| Maximum | 586.82 |
| Range | 569.69 |
| Interquartile range (IQR) | 240.3925 |
Descriptive statistics
| Standard deviation | 174.7062669 |
|---|---|
| Coefficient of variation (CV) | 0.7935242517 |
| Kurtosis | 0.1755214019 |
| Mean | 220.165 |
| Median Absolute Deviation (MAD) | 120.49 |
| Skewness | 0.8575620475 |
| Sum | 2641.98 |
| Variance | 30522.27968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 159.3 | 1 | |
| 17.13 | 1 | |
| 144.52 | 1 | |
| 328.14 | 1 | |
| 89.76 | 1 | |
| 234.99 | 1 | |
| 20.78 | 1 | |
| 445.54 | 1 | |
| 333.59 | 1 | |
| 194.25 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 17.13 | 1 | |
| 20.78 | 1 | |
| 87.16 | 1 | |
| 89.76 | 1 | |
| 144.52 | 1 | |
| 159.3 | 1 | |
| 194.25 | 1 | |
| 234.99 | 1 | |
| 328.14 | 1 | |
| 333.59 | 1 |
| Value | Count | Frequency (%) |
| 586.82 | 1 | |
| 445.54 | 1 | |
| 333.59 | 1 | |
| 328.14 | 1 | |
| 234.99 | 1 | |
| 194.25 | 1 | |
| 159.3 | 1 | |
| 144.52 | 1 | |
| 89.76 | 1 | |
| 87.16 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 737.25 |
| Minimum | 7 |
|---|---|
| Maximum | 4081 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 11.4 |
| Q1 | 49.75 |
| median | 426 |
| Q3 | 823.75 |
| 95-th percentile | 2407.9 |
| Maximum | 4081 |
| Range | 4074 |
| Interquartile range (IQR) | 774 |
Descriptive statistics
| Standard deviation | 1118.039609 |
|---|---|
| Coefficient of variation (CV) | 1.516499979 |
| Kurtosis | 8.683726266 |
| Mean | 737.25 |
| Median Absolute Deviation (MAD) | 382.5 |
| Skewness | 2.797143236 |
| Sum | 8847 |
| Variance | 1250012.568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 1 | |
| 31 | 1 | |
| 491 | 1 | |
| 976 | 1 | |
| 15 | 1 | |
| 727 | 1 | |
| 7 | 1 | |
| 1039 | 1 | |
| 290 | 1 | |
| 361 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 15 | 1 | |
| 31 | 1 | |
| 56 | 1 | |
| 290 | 1 | |
| 361 | 1 | |
| 491 | 1 | |
| 727 | 1 | |
| 773 | 1 | |
| 976 | 1 |
| Value | Count | Frequency (%) |
| 4081 | 1 | |
| 1039 | 1 | |
| 976 | 1 | |
| 773 | 1 | |
| 727 | 1 | |
| 491 | 1 | |
| 361 | 1 | |
| 290 | 1 | |
| 56 | 1 | |
| 31 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 675.42 |
| Minimum | 40.66 |
|---|---|
| Maximum | 1658.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 40.66 |
|---|---|
| 5-th percentile | 59.525 |
| Q1 | 194.9325 |
| median | 701.68 |
| Q3 | 829.75 |
| 95-th percentile | 1642.005 |
| Maximum | 1658.12 |
| Range | 1617.46 |
| Interquartile range (IQR) | 634.8175 |
Descriptive statistics
| Standard deviation | 546.2295821 |
|---|---|
| Coefficient of variation (CV) | 0.8087258033 |
| Kurtosis | -0.106187545 |
| Mean | 675.42 |
| Median Absolute Deviation (MAD) | 330.64 |
| Skewness | 0.7069288725 |
| Sum | 8105.04 |
| Variance | 298366.7563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 233.51 | 1 | |
| 74.96 | 1 | |
| 743.43 | 1 | |
| 1658.12 | 1 | |
| 79.2 | 1 | |
| 662.32 | 1 | |
| 40.66 | 1 | |
| 1628.82 | 1 | |
| 808.07 | 1 | |
| 540.12 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 40.66 | 1 | |
| 74.96 | 1 | |
| 79.2 | 1 | |
| 233.51 | 1 | |
| 540.12 | 1 | |
| 662.32 | 1 | |
| 741.04 | 1 | |
| 743.43 | 1 | |
| 808.07 | 1 | |
| 894.79 | 1 |
| Value | Count | Frequency (%) |
| 1658.12 | 1 | |
| 1628.82 | 1 | |
| 894.79 | 1 | |
| 808.07 | 1 | |
| 743.43 | 1 | |
| 741.04 | 1 | |
| 662.32 | 1 | |
| 540.12 | 1 | |
| 233.51 | 1 | |
| 79.2 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1855.083333 |
| Minimum | 66 |
|---|---|
| Maximum | 6184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 66 |
|---|---|
| 5-th percentile | 187 |
| Q1 | 492.25 |
| median | 1287 |
| Q3 | 2202.5 |
| 95-th percentile | 5474.5 |
| Maximum | 6184 |
| Range | 6118 |
| Interquartile range (IQR) | 1710.25 |
Descriptive statistics
| Standard deviation | 1922.979575 |
|---|---|
| Coefficient of variation (CV) | 1.036600103 |
| Kurtosis | 1.315004592 |
| Mean | 1855.083333 |
| Median Absolute Deviation (MAD) | 858.5 |
| Skewness | 1.444724864 |
| Sum | 22261 |
| Variance | 3697850.447 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1015 | 1 | |
| 301 | 1 | |
| 1928 | 1 | |
| 3026 | 1 | |
| 286 | 1 | |
| 556 | 1 | |
| 66 | 1 | |
| 4894 | 1 | |
| 1167 | 1 | |
| 1407 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 66 | 1 | |
| 286 | 1 | |
| 301 | 1 | |
| 556 | 1 | |
| 1015 | 1 | |
| 1167 | 1 | |
| 1407 | 1 | |
| 1431 | 1 | |
| 1928 | 1 | |
| 3026 | 1 |
| Value | Count | Frequency (%) |
| 6184 | 1 | |
| 4894 | 1 | |
| 3026 | 1 | |
| 1928 | 1 | |
| 1431 | 1 | |
| 1407 | 1 | |
| 1167 | 1 | |
| 1015 | 1 | |
| 556 | 1 | |
| 301 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3603.488333 |
| Minimum | 517.44 |
|---|---|
| Maximum | 10473.69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 517.44 |
|---|---|
| 5-th percentile | 787.5725 |
| Q1 | 1413.2475 |
| median | 3093.445 |
| Q3 | 4202.9325 |
| 95-th percentile | 8647.0245 |
| Maximum | 10473.69 |
| Range | 9956.25 |
| Interquartile range (IQR) | 2789.685 |
Descriptive statistics
| Standard deviation | 2984.639941 |
|---|---|
| Coefficient of variation (CV) | 0.8282640778 |
| Kurtosis | 1.234679987 |
| Mean | 3603.488333 |
| Median Absolute Deviation (MAD) | 1776.98 |
| Skewness | 1.297451908 |
| Sum | 43241.86 |
| Variance | 8908075.579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3452.21 | 1 | |
| 1008.59 | 1 | |
| 2989.64 | 1 | |
| 6455.1 | 1 | |
| 1510.03 | 1 | |
| 1972.98 | 1 | |
| 517.44 | 1 | |
| 10473.69 | 1 | |
| 3197.25 | 1 | |
| 3389.55 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 517.44 | 1 | |
| 1008.59 | 1 | |
| 1122.9 | 1 | |
| 1510.03 | 1 | |
| 1972.98 | 1 | |
| 2989.64 | 1 | |
| 3197.25 | 1 | |
| 3389.55 | 1 | |
| 3452.21 | 1 | |
| 6455.1 | 1 |
| Value | Count | Frequency (%) |
| 10473.69 | 1 | |
| 7152.48 | 1 | |
| 6455.1 | 1 | |
| 3452.21 | 1 | |
| 3389.55 | 1 | |
| 3197.25 | 1 | |
| 2989.64 | 1 | |
| 1972.98 | 1 | |
| 1510.03 | 1 | |
| 1122.9 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3774.666667 |
| Minimum | 105 |
|---|---|
| Maximum | 8683 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 105 |
|---|---|
| 5-th percentile | 160 |
| Q1 | 1350.75 |
| median | 3203 |
| Q3 | 5983.25 |
| 95-th percentile | 8297.45 |
| Maximum | 8683 |
| Range | 8578 |
| Interquartile range (IQR) | 4632.5 |
Descriptive statistics
| Standard deviation | 2982.777209 |
|---|---|
| Coefficient of variation (CV) | 0.7902094337 |
| Kurtosis | -1.115994222 |
| Mean | 3774.666667 |
| Median Absolute Deviation (MAD) | 2494 |
| Skewness | 0.3871735957 |
| Sum | 45296 |
| Variance | 8896959.879 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1574 | 1 | |
| 681 | 1 | |
| 3537 | 1 | |
| 6926 | 1 | |
| 205 | 1 | |
| 4217 | 1 | |
| 105 | 1 | |
| 8683 | 1 | |
| 2848 | 1 | |
| 2869 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 105 | 1 | |
| 205 | 1 | |
| 681 | 1 | |
| 1574 | 1 | |
| 2848 | 1 | |
| 2869 | 1 | |
| 3537 | 1 | |
| 4217 | 1 | |
| 5669 | 1 | |
| 6926 | 1 |
| Value | Count | Frequency (%) |
| 8683 | 1 | |
| 7982 | 1 | |
| 6926 | 1 | |
| 5669 | 1 | |
| 4217 | 1 | |
| 3537 | 1 | |
| 2869 | 1 | |
| 2848 | 1 | |
| 1574 | 1 | |
| 681 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7361.9775 |
| Minimum | 841.2 |
|---|---|
| Maximum | 18891.46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 841.2 |
|---|---|
| 5-th percentile | 973.8435 |
| Q1 | 1941.12 |
| median | 6742.41 |
| Q3 | 9604.79 |
| 95-th percentile | 17106.787 |
| Maximum | 18891.46 |
| Range | 18050.26 |
| Interquartile range (IQR) | 7663.67 |
Descriptive statistics
| Standard deviation | 5816.798751 |
|---|---|
| Coefficient of variation (CV) | 0.7901136279 |
| Kurtosis | -0.143827025 |
| Mean | 7361.9775 |
| Median Absolute Deviation (MAD) | 4965.2 |
| Skewness | 0.7404196165 |
| Sum | 88343.73 |
| Variance | 33835147.71 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7249.8 | 1 | |
| 2105.03 | 1 | |
| 6705.23 | 1 | |
| 15646.6 | 1 | |
| 1082.37 | 1 | |
| 6779.59 | 1 | |
| 841.2 | 1 | |
| 18891.46 | 1 | |
| 8757.58 | 1 | |
| 6689.06 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 841.2 | 1 | |
| 1082.37 | 1 | |
| 1449.39 | 1 | |
| 2105.03 | 1 | |
| 6689.06 | 1 | |
| 6705.23 | 1 | |
| 6779.59 | 1 | |
| 7249.8 | 1 | |
| 8757.58 | 1 | |
| 12146.42 | 1 |
| Value | Count | Frequency (%) |
| 18891.46 | 1 | |
| 15646.6 | 1 | |
| 12146.42 | 1 | |
| 8757.58 | 1 | |
| 7249.8 | 1 | |
| 6779.59 | 1 | |
| 6705.23 | 1 | |
| 6689.06 | 1 | |
| 2105.03 | 1 | |
| 1449.39 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8549.833333 |
| Minimum | 286 |
|---|---|
| Maximum | 24789 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 286 |
|---|---|
| 5-th percentile | 413.05 |
| Q1 | 2244.75 |
| median | 7133.5 |
| Q3 | 10675.75 |
| 95-th percentile | 23205.55 |
| Maximum | 24789 |
| Range | 24503 |
| Interquartile range (IQR) | 8431 |
Descriptive statistics
| Standard deviation | 7912.113186 |
|---|---|
| Coefficient of variation (CV) | 0.9254113942 |
| Kurtosis | 0.5649391911 |
| Mean | 8549.833333 |
| Median Absolute Deviation (MAD) | 4086 |
| Skewness | 1.09669679 |
| Sum | 102598 |
| Variance | 62601535.06 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2539 | 1 | |
| 1362 | 1 | |
| 6262 | 1 | |
| 10664 | 1 | |
| 517 | 1 | |
| 10711 | 1 | |
| 286 | 1 | |
| 21910 | 1 | |
| 8005 | 1 | |
| 5548 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 286 | 1 | |
| 517 | 1 | |
| 1362 | 1 | |
| 2539 | 1 | |
| 5548 | 1 | |
| 6262 | 1 | |
| 8005 | 1 | |
| 10005 | 1 | |
| 10664 | 1 | |
| 10711 | 1 |
| Value | Count | Frequency (%) |
| 24789 | 1 | |
| 21910 | 1 | |
| 10711 | 1 | |
| 10664 | 1 | |
| 10005 | 1 | |
| 8005 | 1 | |
| 6262 | 1 | |
| 5548 | 1 | |
| 2539 | 1 | |
| 1362 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18736.94 |
| Minimum | 2026.58 |
|---|---|
| Maximum | 50785.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 2026.58 |
|---|---|
| 5-th percentile | 2413.2795 |
| Q1 | 4616.785 |
| median | 14765.01 |
| Q3 | 26172.5725 |
| 95-th percentile | 44613.0345 |
| Maximum | 50785.25 |
| Range | 48758.67 |
| Interquartile range (IQR) | 21555.7875 |
Descriptive statistics
| Standard deviation | 15487.45302 |
|---|---|
| Coefficient of variation (CV) | 0.8265732301 |
| Kurtosis | 0.02587838993 |
| Mean | 18736.94 |
| Median Absolute Deviation (MAD) | 10382.345 |
| Skewness | 0.8412410378 |
| Sum | 224843.28 |
| Variance | 239861201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12812.46 | 1 | |
| 4655.3 | 1 | |
| 15124.82 | 1 | |
| 28892.5 | 1 | |
| 2729.67 | 1 | |
| 39563.04 | 1 | |
| 2026.58 | 1 | |
| 50785.25 | 1 | |
| 24081.29 | 1 | |
| 14405.2 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 2026.58 | 1 | |
| 2729.67 | 1 | |
| 4501.24 | 1 | |
| 4655.3 | 1 | |
| 12812.46 | 1 | |
| 14405.2 | 1 | |
| 15124.82 | 1 | |
| 24081.29 | 1 | |
| 25265.93 | 1 | |
| 28892.5 | 1 |
| Value | Count | Frequency (%) |
| 50785.25 | 1 | |
| 39563.04 | 1 | |
| 28892.5 | 1 | |
| 25265.93 | 1 | |
| 24081.29 | 1 | |
| 15124.82 | 1 | |
| 14405.2 | 1 | |
| 12812.46 | 1 | |
| 4655.3 | 1 | |
| 4501.24 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3046.583333 |
| Minimum | 49 |
|---|---|
| Maximum | 11932 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 52.3 |
| Q1 | 263 |
| median | 2256 |
| Q3 | 4259.5 |
| 95-th percentile | 9228.75 |
| Maximum | 11932 |
| Range | 11883 |
| Interquartile range (IQR) | 3996.5 |
Descriptive statistics
| Standard deviation | 3528.221403 |
|---|---|
| Coefficient of variation (CV) | 1.158091218 |
| Kurtosis | 2.870992593 |
| Mean | 3046.583333 |
| Median Absolute Deviation (MAD) | 2032 |
| Skewness | 1.644102172 |
| Sum | 36559 |
| Variance | 12448346.27 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 302 | 1 | |
| 146 | 1 | |
| 1155 | 1 | |
| 4183 | 1 | |
| 55 | 1 | |
| 4489 | 1 | |
| 49 | 1 | |
| 7017 | 1 | |
| 2719 | 1 | |
| 2137 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 49 | 1 | |
| 55 | 1 | |
| 146 | 1 | |
| 302 | 1 | |
| 1155 | 1 | |
| 2137 | 1 | |
| 2375 | 1 | |
| 2719 | 1 | |
| 4183 | 1 | |
| 4489 | 1 |
| Value | Count | Frequency (%) |
| 11932 | 1 | |
| 7017 | 1 | |
| 4489 | 1 | |
| 4183 | 1 | |
| 2719 | 1 | |
| 2375 | 1 | |
| 2137 | 1 | |
| 1155 | 1 | |
| 302 | 1 | |
| 146 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4195.09 |
| Minimum | 290.39 |
|---|---|
| Maximum | 13121.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 290.39 |
|---|---|
| 5-th percentile | 303.8045 |
| Q1 | 1075.8575 |
| median | 3299.43 |
| Q3 | 6080.6775 |
| 95-th percentile | 10956.853 |
| Maximum | 13121.73 |
| Range | 12831.34 |
| Interquartile range (IQR) | 5004.82 |
Descriptive statistics
| Standard deviation | 4010.540359 |
|---|---|
| Coefficient of variation (CV) | 0.9560081807 |
| Kurtosis | 0.7518815733 |
| Mean | 4195.09 |
| Median Absolute Deviation (MAD) | 2596.625 |
| Skewness | 1.130934372 |
| Sum | 50341.08 |
| Variance | 16084433.97 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1301.7 | 1 | |
| 398.33 | 1 | |
| 2983.9 | 1 | |
| 9185.59 | 1 | |
| 290.39 | 1 | |
| 5591.58 | 1 | |
| 314.78 | 1 | |
| 13121.73 | 1 | |
| 7547.97 | 1 | |
| 3614.96 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 290.39 | 1 | |
| 314.78 | 1 | |
| 398.33 | 1 | |
| 1301.7 | 1 | |
| 2166.64 | 1 | |
| 2983.9 | 1 | |
| 3614.96 | 1 | |
| 3823.51 | 1 | |
| 5591.58 | 1 | |
| 7547.97 | 1 |
| Value | Count | Frequency (%) |
| 13121.73 | 1 | |
| 9185.59 | 1 | |
| 7547.97 | 1 | |
| 5591.58 | 1 | |
| 3823.51 | 1 | |
| 3614.96 | 1 | |
| 2983.9 | 1 | |
| 2166.64 | 1 | |
| 1301.7 | 1 | |
| 398.33 | 1 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.08333333 |
| Minimum | 0 |
|---|---|
| Maximum | 235 |
| Zeros | 3 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.75 |
| median | 20 |
| Q3 | 98.75 |
| 95-th percentile | 173.95 |
| Maximum | 235 |
| Range | 235 |
| Interquartile range (IQR) | 98 |
Descriptive statistics
| Standard deviation | 72.95884062 |
|---|---|
| Coefficient of variation (CV) | 1.278111077 |
| Kurtosis | 2.010014767 |
| Mean | 57.08333333 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.490120571 |
| Sum | 685 |
| Variance | 5322.992424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 18 | 1 | 8.3% |
| 124 | 1 | 8.3% |
| 119 | 1 | 8.3% |
| 58 | 1 | 8.3% |
| 1 | 1 | 8.3% |
| 235 | 1 | 8.3% |
| 92 | 1 | 8.3% |
| 16 | 1 | 8.3% |
| 22 | 1 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1 | 1 | 8.3% |
| 16 | 1 | 8.3% |
| 18 | 1 | 8.3% |
| 22 | 1 | 8.3% |
| 58 | 1 | 8.3% |
| 92 | 1 | 8.3% |
| 119 | 1 | 8.3% |
| 124 | 1 | 8.3% |
| 235 | 1 | 8.3% |
| Value | Count | Frequency (%) |
| 235 | 1 | 8.3% |
| 124 | 1 | 8.3% |
| 119 | 1 | 8.3% |
| 92 | 1 | 8.3% |
| 58 | 1 | 8.3% |
| 22 | 1 | 8.3% |
| 18 | 1 | 8.3% |
| 16 | 1 | 8.3% |
| 1 | 1 | 8.3% |
| 0 | 3 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146.535 |
| Minimum | 0 |
|---|---|
| Maximum | 356.38 |
| Zeros | 3 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.87 |
| median | 103.28 |
| Q3 | 282.0125 |
| 95-th percentile | 330.6125 |
| Maximum | 356.38 |
| Range | 356.38 |
| Interquartile range (IQR) | 275.1425 |
Descriptive statistics
| Standard deviation | 136.2313051 |
|---|---|
| Coefficient of variation (CV) | 0.9296844104 |
| Kurtosis | -1.676040514 |
| Mean | 146.535 |
| Median Absolute Deviation (MAD) | 103.28 |
| Skewness | 0.2934163506 |
| Sum | 1758.42 |
| Variance | 18558.96848 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 107.45 | 1 | 8.3% |
| 288.56 | 1 | 8.3% |
| 219.1 | 1 | 8.3% |
| 279.83 | 1 | 8.3% |
| 9.16 | 1 | 8.3% |
| 356.38 | 1 | 8.3% |
| 309.53 | 1 | 8.3% |
| 99.11 | 1 | 8.3% |
| 89.3 | 1 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 9.16 | 1 | 8.3% |
| 89.3 | 1 | 8.3% |
| 99.11 | 1 | 8.3% |
| 107.45 | 1 | 8.3% |
| 219.1 | 1 | 8.3% |
| 279.83 | 1 | 8.3% |
| 288.56 | 1 | 8.3% |
| 309.53 | 1 | 8.3% |
| 356.38 | 1 | 8.3% |
| Value | Count | Frequency (%) |
| 356.38 | 1 | 8.3% |
| 309.53 | 1 | 8.3% |
| 288.56 | 1 | 8.3% |
| 279.83 | 1 | 8.3% |
| 219.1 | 1 | 8.3% |
| 107.45 | 1 | 8.3% |
| 99.11 | 1 | 8.3% |
| 89.3 | 1 | 8.3% |
| 9.16 | 1 | 8.3% |
| 0 | 3 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4434.085833 |
| Minimum | 578.89 |
|---|---|
| Maximum | 12587.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 578.89 |
|---|---|
| 5-th percentile | 865.869 |
| Q1 | 1896.415 |
| median | 3865.76 |
| Q3 | 5335.155 |
| 95-th percentile | 10319.54 |
| Maximum | 12587.74 |
| Range | 12008.85 |
| Interquartile range (IQR) | 3438.74 |
Descriptive statistics
| Standard deviation | 3593.160056 |
|---|---|
| Coefficient of variation (CV) | 0.8103496846 |
| Kurtosis | 1.02743423 |
| Mean | 4434.085833 |
| Median Absolute Deviation (MAD) | 2041.82 |
| Skewness | 1.230414008 |
| Sum | 53209.03 |
| Variance | 12910799.19 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3849.67 | 1 | |
| 1100.67 | 1 | |
| 3881.85 | 1 | |
| 8463.74 | 1 | |
| 1678.99 | 1 | |
| 2343.11 | 1 | |
| 578.89 | 1 | |
| 12587.74 | 1 | |
| 4364.1 | 1 | |
| 4143.06 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 578.89 | 1 | |
| 1100.67 | 1 | |
| 1678.99 | 1 | |
| 1968.89 | 1 | |
| 2343.11 | 1 | |
| 3849.67 | 1 | |
| 3881.85 | 1 | |
| 4143.06 | 1 | |
| 4364.1 | 1 | |
| 8248.32 | 1 |
| Value | Count | Frequency (%) |
| 12587.74 | 1 | |
| 8463.74 | 1 | |
| 8248.32 | 1 | |
| 4364.1 | 1 | |
| 4143.06 | 1 | |
| 3881.85 | 1 | |
| 3849.67 | 1 | |
| 2343.11 | 1 | |
| 1968.89 | 1 | |
| 1678.99 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27312.375 |
| Minimum | 0 |
|---|---|
| Maximum | 83154.84 |
| Zeros | 1 |
| Zeros (%) | 8.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 224.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1755.446 |
| Q1 | 6394.5875 |
| median | 20953.545 |
| Q3 | 41672.855 |
| 95-th percentile | 65227.5845 |
| Maximum | 83154.84 |
| Range | 83154.84 |
| Interquartile range (IQR) | 35278.2675 |
Descriptive statistics
| Standard deviation | 24593.21001 |
|---|---|
| Coefficient of variation (CV) | 0.9004420162 |
| Kurtosis | 0.9226218459 |
| Mean | 27312.375 |
| Median Absolute Deviation (MAD) | 17306.47 |
| Skewness | 1.01287064 |
| Sum | 327748.5 |
| Variance | 604825978.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21471.44 | 1 | |
| 7158.64 | 1 | |
| 20435.65 | 1 | |
| 50559.83 | 1 | |
| 4102.43 | 1 | |
| 44602.25 | 1 | |
| 3191.72 | 1 | |
| 83154.84 | 1 | |
| 40696.39 | 1 | |
| 17254.38 | 1 | |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 3191.72 | 1 | |
| 4102.43 | 1 | |
| 7158.64 | 1 | |
| 17254.38 | 1 | |
| 20435.65 | 1 | |
| 21471.44 | 1 | |
| 35120.93 | 1 | |
| 40696.39 | 1 | |
| 44602.25 | 1 |
| Value | Count | Frequency (%) |
| 83154.84 | 1 | |
| 50559.83 | 1 | |
| 44602.25 | 1 | |
| 40696.39 | 1 | |
| 35120.93 | 1 | |
| 21471.44 | 1 | |
| 20435.65 | 1 | |
| 17254.38 | 1 | |
| 7158.64 | 1 | |
| 4102.43 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| countyCode | population | agePct12t21 | agePct12t29 | agePct16t24 | agePct65up | murders | murdPerPop | rapes | rapesPerPop | robberies | robbbPerPop | assaults | assaultPerPop | burglaries | burglPerPop | larcenies | larcPerPop | autoTheft | autoTheftPerPop | arsons | arsonsPerPop | ViolentCrimesPerPop | nonViolPerPop | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 117815 | 10.786667 | 20.661667 | 9.840000 | 20.605000 | 2.0 | 4.67 | 42.0 | 159.30 | 56.0 | 233.51 | 1015.0 | 3452.21 | 1574.0 | 7249.80 | 2539.0 | 12812.46 | 302.0 | 1301.70 | 18.0 | 107.45 | 3849.67 | 21471.44 |
| 1 | 3 | 65419 | 15.405000 | 28.530000 | 15.815000 | 15.230000 | 0.0 | 0.00 | 4.0 | 17.13 | 31.0 | 74.96 | 301.0 | 1008.59 | 681.0 | 2105.03 | 1362.0 | 4655.30 | 146.0 | 398.33 | 0.0 | 0.00 | 1100.67 | 7158.64 |
| 2 | 5 | 350691 | 15.644444 | 27.465556 | 14.786667 | 12.706667 | 4.0 | 4.26 | 90.0 | 144.52 | 491.0 | 743.43 | 1928.0 | 2989.64 | 3537.0 | 6705.23 | 6262.0 | 15124.82 | 1155.0 | 2983.90 | 124.0 | 288.56 | 3881.85 | 20435.65 |
| 3 | 9 | 557058 | 12.461875 | 25.129375 | 12.110000 | 12.821250 | 14.0 | 22.38 | 149.0 | 328.14 | 976.0 | 1658.12 | 3026.0 | 6455.10 | 6926.0 | 15646.60 | 10664.0 | 28892.50 | 4183.0 | 9185.59 | 119.0 | 219.10 | 8463.74 | 50559.83 |
| 4 | 11 | 18666 | 12.330000 | 24.460000 | 11.680000 | 15.810000 | 0.0 | 0.00 | 17.0 | 89.76 | 15.0 | 79.20 | 286.0 | 1510.03 | 205.0 | 1082.37 | 517.0 | 2729.67 | 55.0 | 290.39 | 0.0 | 0.00 | 1678.99 | 4102.43 |
| 5 | 13 | 283181 | 13.974286 | 24.681429 | 12.748571 | 13.495714 | 21.0 | 16.88 | 157.0 | 234.99 | 727.0 | 662.32 | 556.0 | 1972.98 | 4217.0 | 6779.59 | 10711.0 | 39563.04 | 4489.0 | 5591.58 | 58.0 | 279.83 | 2343.11 | 44602.25 |
| 6 | 15 | 27264 | 15.805000 | 27.525000 | 15.555000 | 11.700000 | 0.0 | 0.00 | 3.0 | 20.78 | 7.0 | 40.66 | 66.0 | 517.44 | 105.0 | 841.20 | 286.0 | 2026.58 | 49.0 | 314.78 | 1.0 | 9.16 | 578.89 | 3191.72 |
| 7 | 17 | 1174850 | 12.559706 | 26.943235 | 13.136471 | 11.220000 | 17.0 | 39.76 | 216.0 | 445.54 | 1039.0 | 1628.82 | 4894.0 | 10473.69 | 8683.0 | 18891.46 | 21910.0 | 50785.25 | 7017.0 | 13121.73 | 235.0 | 356.38 | 12587.74 | 83154.84 |
| 8 | 21 | 530233 | 12.433158 | 25.665263 | 12.582105 | 12.025263 | 8.0 | 25.16 | 96.0 | 333.59 | 290.0 | 808.07 | 1167.0 | 3197.25 | 2848.0 | 8757.58 | 8005.0 | 24081.29 | 2719.0 | 7547.97 | 92.0 | 309.53 | 4364.10 | 40696.39 |
| 9 | 23 | 253897 | 14.426667 | 27.066667 | 13.566667 | 9.442222 | 16.0 | 19.13 | 83.0 | 194.25 | 361.0 | 540.12 | 1407.0 | 3389.55 | 2869.0 | 6689.06 | 5548.0 | 14405.20 | 2137.0 | 3614.96 | 16.0 | 99.11 | 4143.06 | 17254.38 |
Last rows
| countyCode | population | agePct12t21 | agePct12t29 | agePct16t24 | agePct65up | murders | murdPerPop | rapes | rapesPerPop | robberies | robbbPerPop | assaults | assaultPerPop | burglaries | burglPerPop | larcenies | larcPerPop | autoTheft | autoTheftPerPop | arsons | arsonsPerPop | ViolentCrimesPerPop | nonViolPerPop | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 5 | 350691 | 15.644444 | 27.465556 | 14.786667 | 12.706667 | 4.0 | 4.26 | 90.0 | 144.52 | 491.0 | 743.43 | 1928.0 | 2989.64 | 3537.0 | 6705.23 | 6262.0 | 15124.82 | 1155.0 | 2983.90 | 124.0 | 288.56 | 3881.85 | 20435.65 |
| 3 | 9 | 557058 | 12.461875 | 25.129375 | 12.110000 | 12.821250 | 14.0 | 22.38 | 149.0 | 328.14 | 976.0 | 1658.12 | 3026.0 | 6455.10 | 6926.0 | 15646.60 | 10664.0 | 28892.50 | 4183.0 | 9185.59 | 119.0 | 219.10 | 8463.74 | 50559.83 |
| 4 | 11 | 18666 | 12.330000 | 24.460000 | 11.680000 | 15.810000 | 0.0 | 0.00 | 17.0 | 89.76 | 15.0 | 79.20 | 286.0 | 1510.03 | 205.0 | 1082.37 | 517.0 | 2729.67 | 55.0 | 290.39 | 0.0 | 0.00 | 1678.99 | 4102.43 |
| 5 | 13 | 283181 | 13.974286 | 24.681429 | 12.748571 | 13.495714 | 21.0 | 16.88 | 157.0 | 234.99 | 727.0 | 662.32 | 556.0 | 1972.98 | 4217.0 | 6779.59 | 10711.0 | 39563.04 | 4489.0 | 5591.58 | 58.0 | 279.83 | 2343.11 | 44602.25 |
| 6 | 15 | 27264 | 15.805000 | 27.525000 | 15.555000 | 11.700000 | 0.0 | 0.00 | 3.0 | 20.78 | 7.0 | 40.66 | 66.0 | 517.44 | 105.0 | 841.20 | 286.0 | 2026.58 | 49.0 | 314.78 | 1.0 | 9.16 | 578.89 | 3191.72 |
| 7 | 17 | 1174850 | 12.559706 | 26.943235 | 13.136471 | 11.220000 | 17.0 | 39.76 | 216.0 | 445.54 | 1039.0 | 1628.82 | 4894.0 | 10473.69 | 8683.0 | 18891.46 | 21910.0 | 50785.25 | 7017.0 | 13121.73 | 235.0 | 356.38 | 12587.74 | 83154.84 |
| 8 | 21 | 530233 | 12.433158 | 25.665263 | 12.582105 | 12.025263 | 8.0 | 25.16 | 96.0 | 333.59 | 290.0 | 808.07 | 1167.0 | 3197.25 | 2848.0 | 8757.58 | 8005.0 | 24081.29 | 2719.0 | 7547.97 | 92.0 | 309.53 | 4364.10 | 40696.39 |
| 9 | 23 | 253897 | 14.426667 | 27.066667 | 13.566667 | 9.442222 | 16.0 | 19.13 | 83.0 | 194.25 | 361.0 | 540.12 | 1407.0 | 3389.55 | 2869.0 | 6689.06 | 5548.0 | 14405.20 | 2137.0 | 3614.96 | 16.0 | 99.11 | 4143.06 | 17254.38 |
| 10 | 25 | 574283 | 15.090000 | 35.850000 | 19.450000 | 10.050000 | 98.0 | 17.80 | 480.0 | 87.16 | 4081.0 | 741.04 | 6184.0 | 1122.90 | 7982.0 | 1449.39 | 24789.0 | 4501.24 | 11932.0 | 2166.64 | 0.0 | 0.00 | 1968.89 | 0.00 |
| 11 | 27 | 457584 | 13.834118 | 27.572941 | 13.511176 | 11.642941 | 20.0 | 45.39 | 188.0 | 586.82 | 773.0 | 894.79 | 1431.0 | 7152.48 | 5669.0 | 12146.42 | 10005.0 | 25265.93 | 2375.0 | 3823.51 | 22.0 | 89.30 | 8248.32 | 35120.93 |